Dynamic Pricing in One-Sided Autonomous Ride-Sourcing Markets. - Renos Karamanis; Panagiotis Angeloudis; Aruna Sivakumar; Marc Stettler (ITSC, 2018)

Early Identification of Recurrent Congestion in Heterogeneous Urban Traffic. - Lin Zhu; Rajesh Krishnan; Fangce Guo; John W. Polak; Aruna Sivakumar (ITSC, 2019)

Traffic Monitoring and Anomaly Detection based on Simulation of Luxembourg Road Network. - Lin Zhu; Rajesh Krishnan; Aruna Sivakumar; Fangce Guo; John W. Polak (ITSC, 2019)

A microeconomic framework for integrated agent-based modelling of activity-travel patterns and energy consumption. - Jacek Pawlak; Ahmadreza Faghih-Imani; Aruna Sivakumar (ANT/EDI40, 2020)

A data-based opportunity identification engine for collaborative freight logistics based on a trailer capacity graph. - Jianlin Luan; Nicolò Daina; Kristian Hegner Reinau; Aruna Sivakumar; John W. Polak (Expert Syst. Appl., 2022)

An analysis of the value of optimal routing and signal timing control strategy with connected autonomous vehicles. - Tang Li; Fangce Guo; Rajesh Krishnan; Aruna Sivakumar (J. Intell. Transp. Syst., 2024)

Heterogeneous graph neural networks with post-hoc explanations for multi-modal and explainable land use inference. - Xuehao Zhai; Junqi Jiang; Adam Dejl; Antonio Rago 001; Fangce Guo; Francesca Toni; Aruna Sivakumar (Inf. Fusion, 2025)

Evaluating Local and Cloud-Based Large Language Models for Simulating Consumer Choices in Energy Stated Preference Surveys. - Han Wang; Jacek Pawlak; Aruna Sivakumar (CoRR, 2025)